Dynamic Programming Approach to Optimization of Site Remediation
Publication: Journal of Construction Engineering and Management
Volume 134, Issue 10
Abstract
Environmental restoration is a matter of national concern. Decades of abuse by industry, agriculture, and the military have caused devastating contamination of the earth, air, and water. The Department of Energy alone will spend hundreds of billions of dollars on containment and restoration. It is imperative that restoration costs are minimized. Every dollar spent on restoration is a dollar that will not go toward research, a dollar that will not go to upgrade our nation’s infrastructure. The work presented here uses cost as a decision variable in restoration projects. Contaminated sites frequently vary from one point to another in type and level of contamination. In addition, a single piece of property may contain several distinct contaminated areas, each of which has characteristics unlike any of the other areas. Thus one should look at optimizing the selection of remediation technologies to address the variation. A methodology has been developed that will optimize the selection of remediation technologies based on cost. This methodology uses geostatistics and dynamic programming to break a site into discrete cells and then select the optimal sequence of remediation technologies.
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References
Bellman, R. E., and Dreyfus, S. E. (1962). Applied dynamic programming, Princeton University Press, Princeton, N.J.
Lugar, R. M., and Rice, R. S. (1992). “Radioactive waste management complex subsurface disposal area acid pit investigation: Sampling and analysis plan revision 3.” EG&G Document No. EGG-WM-9638, Idaho National Engineering Laboratory, Idaho Falls, Id.
Showalter, W. E. (1994). “A dynamic programming approach to optimization of site restoration.” Ph.D., thesis, Purdue Univ., West Lafayette, In.
Showalter, W. E., Letellier, B. C., Barnes-Smith, P., Booth, S. R. (1992). “Cost performance assessment of in situ vitrification.” Proc. 16th Annual Environmental R&D Symp., Rep. No. CETHA-TS-CR-92063, U.S. Army Corps of Engineer’s Toxic and Hazardous Materials Agency, Aberdeen Proving Ground, Md.
U.S. Congress, Office of Technology Assessment. (1991). “Complex cleanup: The environmental legacy of nuclear weapons production.” OTA-O-484, U.S. Government Printing Office, Washington, D.C.
U.S. Environmental Protection Agency (USEPA). (1988). “Technology Screening guide for treatment of CERCLA soils and sludges.” Document No. EPA/540/2–88/004, Office of Solid Waste and Emergency Response, Office of Emergency and Remedial Response, Washington, D.C.
U.S. Environmental Protection Agency (USEPA). (1990). Handbook on in situ treatment of hazardous waste-contaminated soils, Risk Reduction Engineering Laboratory, Office of Research and Development, Cincinnati.
U.S. Environmental Protection Agency (USEPA). (1991a). Subsurface remediation guidance Tables 1 & 2, Document No. EPA/540/2–90/011a, Washington, D.C.
U.S. Environmental Protection Agency (USEPA). (1991b). Subsurface remediation guidance Tables 3. Document No. EPA/540/2–90/011b, Washington, D.C.
White, D. J. (1969). Dynamic programming, Oliver & Boyd, Edinburgh.
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© 2008 ASCE.
History
Received: Jun 8, 1998
Accepted: Nov 17, 2005
Published online: Oct 1, 2008
Published in print: Oct 2008
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